Discover Awesome MCP Servers

Docs Query MCP

Enables semantic search and retrieval over local Markdown/MDX documentation using Node.js-based embeddings. Supports multi-language documentation with offline vector indexing and MCP tool exposure for AI assistants.

Azgaarnoth MCP Server

Provides AI assistants with tools to query and explore the Azgaarnoth D\&D world repository, including searching content, retrieving stat blocks, spells, and browsing categories like races, classes, nations, and creatures across ~4,200 markdown files.

ArxivSearcher MCP Server

An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.

Roundtable

A multi-role AI discussion system that enables users to manage diverse AI personas for collaborative debate and consensus-driven decision-making. It provides tools for role configuration, automated meeting facilitation, and the generation of formatted meeting minutes via the MCP protocol.

Browser CTL MCP Server

Anthropic based MCP server built on Python Playwright , enable AI agents to control web browsers.

MCP Prompt Enhancer

Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

Lumenore Analytics MCP Server

Provides AI assistants with access to Lumenore's analytics capabilities, enabling natural language queries for data insights, advanced analytics (trends, predictions, correlations, outliers), and real-time data processing with zero persistent storage.

MCP Market Statistics Server

Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.

Domestique

Integrates with Intervals.icu, Whoop, and TrainerRoad to provide unified access to fitness data, including completed workouts, recovery metrics, planned training, and performance trends across all sports.

WordPress MCP Integration

Este servidor MCP te permite automatizar interacciones con Wordpress.

LSD MCP Server

An MCP server that connects language models to the LSD database, enabling web data extraction, research capabilities, and custom 'trips' for extending functionality through the internetdata SDK.

Adaptive Graph of Thoughts MCP Server

A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.

Google Drive MCP Server

Enables comprehensive Google Drive operations including file management, content retrieval, permission handling, commenting, and collaboration through the Model Context Protocol.

Delegation MCP

Intelligent routing layer that analyzes tasks and guides your AI agent to delegate work to specialized tools (Gemini, Aider, Copilot) using rule-based and capability-based routing.

Qdrant MCP Server

Here are a few ways to translate "A Model Context Protocol (MCP) server implementation for RAG" into Spanish, with slightly different nuances: * **Implementación de un servidor del Protocolo de Contexto del Modelo (MCP) para RAG:** This is a direct and literal translation. It's clear and accurate. * **Implementación de un servidor MCP (Protocolo de Contexto del Modelo) para RAG:** This is also very common, using the acronym MCP and then providing the full name in parentheses. This is useful if the acronym is likely to be used later. * **Implementación de un servidor para el Protocolo de Contexto del Modelo (MCP) en RAG:** This emphasizes that the server is *for* the protocol, which is then used in RAG. * **Servidor implementado para el Protocolo de Contexto del Modelo (MCP) en RAG:** This translates to "Implemented server for the Model Context Protocol (MCP) in RAG". **Recommendation:** I would recommend the first option, **"Implementación de un servidor del Protocolo de Contexto del Modelo (MCP) para RAG,"** unless you plan to use the acronym frequently. If so, the second option, **"Implementación de un servidor MCP (Protocolo de Contexto del Modelo) para RAG,"** is a good choice.

MCP Server Resend

Una integración de herramientas que permite a Claude redactar y enviar correos electrónicos a través de la API de Resend, con soporte para funciones como la entrega programada y los archivos adjuntos.

Adyen Checkout Utility Service MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

ChuangSi AI Model Content Protection

Provides real-time content safety protection for large language models by detecting and preventing risks in both input and output content across multiple dimensions including compliance, ethics, and security.

FastlyMCP

Enables AI assistants to interact with Fastly's CDN API through the Model Context Protocol, allowing secure management of CDN services, caching, security settings, and performance monitoring without exposing API keys.

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.

Linear MCP

Servidor MCP de la API Linear para la integración de LLM.

mmnt-mcp-server

Servidor MCP para el motor de búsqueda Mamont

Open-Meteo MCP Server

Provides comprehensive access to Open-Meteo APIs for weather forecasts, historical data, air quality, and marine conditions. It enables LLMs to query specialized meteorological models, perform geocoding, and access advanced climate or flood projections.

MCP Platform

A reusable runtime infrastructure for hosting Model Context Protocol servers and tool registries over HTTP. It provides built-in validation, authentication, and logging to simplify the deployment of AI-powered workflows.

Fastmail MCP Server

An unofficial MCP server that enables users to manage their Fastmail accounts through natural language interactions. It provides tools to query mailboxes, retrieve email content with advanced filtering, and send messages directly through the Fastmail API.

mcp-pprof-anaylzer

This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.

telegram-mcp

Integración de la API de Telegram para acceder a datos de usuario, gestionar diálogos (chats, canales, grupos), recuperar mensajes y manejar el estado de lectura.